{"id":"W4402491952","doi":"10.58931/cibdt.2024.2229","title":"Acute Severe Ulcerative Colitis: Review of Management and Emerging Treatments","year":2024,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ulcerative colitis; Medicine; Intensive care medicine; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079548,0.0008692258,0.001576798,0.003352507,0.0004465839,0.001298536,0.001197641,0.001128677,0.003277626],"category_scores_gemma":[0.002160837,0.0003101974,0.0008431873,0.00272803,0.0006378107,0.001616227,0.0006414965,0.002293515,0.001041263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010391,"about_ca_system_score_gemma":0.001696262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130892,"about_ca_topic_score_gemma":0.004740232,"domain_scores_codex":[0.9994786,0.0001127518,0.0001384121,0.00005963226,0.0001694889,0.0000410564],"domain_scores_gemma":[0.9986255,0.0007009672,0.0002333646,0.00002195499,0.0003195366,0.00009868385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001296213,0.0001168431,0.000472381,0.02660539,0.0001412061,0.0004906014,0.0000866188,0.0003414489,0.000419871,0.001982261,0.06292952,0.9062843],"study_design_scores_gemma":[0.00005485079,0.0002266717,0.002241459,0.03581527,0.0004088067,0.004567988,0.0001865881,0.0001808867,0.0001720557,0.002281005,0.95382,0.00004434845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007925461,0.9985186,0.00006227883,0.0006566022,0.0002366207,0.000004973374,0.0000109485,0.000004154768,0.0004265203],"genre_scores_gemma":[0.0003723907,0.9984982,0.0001941318,0.0003951937,0.0003960262,0.000006051102,0.00002201628,0.000001180979,0.0001148423],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003352507,"threshold_uncertainty_score":0.01096475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005005109405195285,"score_gpt":0.2381911738514745,"score_spread":0.2331860644462792,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}